p-Index From 2021 - 2026
33.855
P-Index
This Author published in this journals
All Journal IAES International Journal of Artificial Intelligence (IJ-AI) Jurnal Rekayasa Proses INOTEKS : Jurnal Inovasi Ilmu Pengetahuan, Teknologi, dan Seni JURNAL KIMIA SAINS DAN APLIKASI Jurnal Jurusan Ilmu Keolahragaan Journal of Tropical Soils Media Komunikasi Geografi Jurnal Sains dan Teknologi Techno.Com: Jurnal Teknologi Informasi Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik Jurnal Teknik Sipil dan Perencanaan Dimas: Jurnal Pemikiran Agama untuk Pemberdayaan Jurnal Produksi Tanaman Paradigma: Jurnal Masalah Sosial, Politik, dan Kebijakan Jurnal Promosi Pendidikan Ekonomi Jurnal Pangan dan Agroindustri Plantropica: Journal of Agricultural Science AGRIVITA, Journal of Agricultural Science Indonesian Journal of Tropical and Infectious Disease Proceeding Seminar LPPM UMP Tahun 2014 Journal of Aquatropica Asia Majalah Ilmiah MOMENTUM Jurnal Agro Agrokreatif Jurnal Ilmiah Pengabdian kepada Masyarakat CESS (Journal of Computer Engineering, System and Science) JOURNAL OF HEALTHCARE TECHNOLOGY AND MEDICINE Dinamika Jurnal Pendidikan Dasar Jurnal Terapan Abdimas Darussalam Nutrition Journal Journal of Mechanical Engineering Science and Technology Jurnal Ilmu Pangan dan Hasil Pertanian Industria: Jurnal Teknologi dan Manajemen Agroindustri Jurnal ELTIKOM : Jurnal Teknik Elektro, Teknologi Informasi dan Komputer JSSH (Jurnal Sains Sosial dan Humaniora) Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama JURNAL PENDIDIKAN DASAR PERKHASA Journal of Research and Technology JURNAL PRESTASI Jukung (Jurnal Teknik Lingkungan) Indonesian Journal of Educational Counseling Jurnal Teknik Industri : Jurnal Hasil Penelitian dan Karya Ilmiah dalam Bidang Teknik Industri Jurnal Gizi dan Pangan Soedirman (JGPS) ELSE (Elementary School Education Journal) : Jurnal Pendidikan dan Pembelajaran Sekolah Dasar Jurnal SOLMA JRMSI - Jurnal Riset Manajemen Sains Indonesia JOURNAL OF APPLIED INFORMATICS AND COMPUTING JURNAL PENGABDI Pendas : Jurnah Ilmiah Pendidikan Dasar JMM (Jurnal Masyarakat Mandiri) Elektrika Jurnal Agrotek Tropika GHIDZA: Jurnal Gizi dan Kesehatan Indonesia Journal of Halal Silampari Bisa: Jurnal Penelitian Pendidikan Bahasa Indonesia, Daerah, dan Asing Jurnal Pendidikan Sejarah dan Riset Sosial Humaniora (KAGANGA) Journal of Education and Instruction (JOEAI) Jurnal Rekayasa Proses JURNAL EDUCATION AND DEVELOPMENT Martabe : Jurnal Pengabdian Kepada Masyarakat JURNAL TEKNOLOGI DAN OPEN SOURCE Jurnal Inovasi Hasil Pengabdian Masyarakat (JIPEMAS) JURNAL PENDIDIKAN TAMBUSAI Jurnal Basicedu AT-TA`DIB International Journal of Social Science and Business JURNAL MAHASISWA BK AN-NUR : BERBEDA, BERMAKNA, MULIA QARDHUL HASAN: MEDIA PENGABDIAN KEPADA MASYARAKAT J-SAKTI (Jurnal Sains Komputer dan Informatika) JURIKOM (Jurnal Riset Komputer) JURTEKSI TEGAR: Journal of Teaching Physical Education in Elementary School Journal of Humanities and Social Studies Paspalum: Jurnal Ilmiah Pertanian Jambura Health and Sport Journal IJoASER (International Journal on Advanced Science, Education, and Religion) Al - Tadabbur: Jurnal Ilmu Al-Qur'an dan Tafsir Jurnal FATEKSA : Jurnal Teknologi dan Rekayasa PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat JURNAL PENA EDUKASI COLLASE (Creative of Learning Students Elementary Education) Jurnal Fundadikdas (Fundamental Pendidikan Dasar) International Journal for Educational and Vocational Studies Social, Humanities, and Educational Studies (SHEs): Conference Series Viabel : Jurnal Ilmiah Ilmu-Ilmu Pertanian Media Manajemen Pendidikan JURNAL CRANKSHAFT Riyadhoh : Jurnal Pendidikan Olahraga JURNAL PERSPEKTIF PENDIDIKAN JEMARI (Jurnal Edukasi Madrasah Ibtidaiyah) International Journal of Financial, Accounting, and Management SULUH: Jurnal Abdimas Cendekiawan Jurnal Ilmiah Psyche International Journal of Economics, Business and Accounting Research (IJEBAR) Jurnal IKA PGSD : Ikatan Alumni PGSD UNARS Jurnal Educatio FKIP UNMA Jurnal Biogenerasi Attadib: Journal of Elementary Education Otopro JISA (Jurnal Informatika dan Sains) Jorpres (Jurnal Olahraga Prestasi) Abdi Laksana : Jurnal Pengabdian Kepada Masyarakat Didaktik : Jurnal Ilmiah PGSD STKIP Subang JPIn : Jurnal Pendidik Indonesia Jurnal Pengabdian Masyarakat Multidisiplin TIN: TERAPAN INFORMATIKA NUSANTARA Jurnal Pendidikan Dasar Perkhasa Journal of Computer Networks, Architecture and High Performance Computing Jurnal Ilmiah STOK Bina Guna Medan Community Empowerment Journal of Applied Data Sciences International Journal of Mechanical Engineering Technologies and Applications (MECHTA) Majalah Ilmiah Gema Maritim Jurnal Ilmiah Kontekstual Jurnal Pendidikan dan Teknologi Indonesia Lumbung Inovasi: Jurnal Pengabdian Kepada Masyarakat Renjana Pendidikan Dasar DEVICE Medical Scope Journal (MSJ) Jurnal Riset Pendidikan Dasar (JRPD) Jurnal Pendidikan dan Pembelajaran Indonesia (JPPI) Jurnal Riset dan Inovasi Pembelajaran Journal of Vocational Education and Automotive Technology INSPIREE: Indonesian Sport Innovation Review Jurnal Abdimas Bina Bangsa Jurnal Pengabdian Olahraga Masyarakat Jurnal Teknisi Milestone: Journal of Strategic Management J-SAKTI (Jurnal Sains Komputer dan Informatika) Jurnal Energi Baru dan Terbarukan Jurnal Olahraga dan Kesehatan Indonesia (JOKI) Jurnal Bina Pengabdian Kepada Masyarakat Jumper : Jurnal Mahasiswa Pendidikan Olahraga Jurnal Inovasi Penelitian dan Pengabdian Masyarakat Journal Automation Computer Information System (JACIS) Prosiding Seminar Nasional Sains Teknologi dan Inovasi Indonesia (Senastindo) ACPES Journal of Physical Education, Sport, and Health (AJPESH) Tropical Animal Science Indonesian Collaboration Journal of Community Services (ICJCS) Proceedings Series on Social Sciences & Humanities Indonesian Journal of Innovation Studies Jurnal Bina Desa Jurnal Ilmiah SIGMA: Informatics Engineering Journal of UPB Jurnal Al-Qiyam Jurnal Tana Mana Jurnal Nasional Teknik Elektro dan Teknologi Informasi Journal of Childhood Development Jurnal Pustaka AI : Pusat Akses Kajian Teknologi Artificial Intelligence Jurnal Ekonomika Dan Bisnis Jurnal Dunia Pendidikan Journal Transformation of Mandalika Gladi : Jurnal Ilmu Keolahragaan Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) Al-Isnad: Journal of Islamic Civilization History and Humanities Jurnal Ilmiah Kampus Mengajar Jurnal Abdimas Musi Charitas Jurnal Basicedu Prosiding University Research Colloquium Linggau Journal Science Education (LJSE) Kajian Sastra Nusantara Linggau ( KASTRAL) Bakti Nusa Linggau PKM Linggau: Jurnal Pengabdian dan Pemberdayaan Masyarakat Linggau Journal of Elementary School Education LJLEL (Linggau Jurnal Language Education and Literature) Prosiding Seminar Nasional Hasil-hasil Penelitian dan Pengabdian Pada Masyarakat RADIKULA: Jurnal Ilmu Pertanian Jurnal Teknologi Informasi JESCEE- Journal of Emerging Supply Chain, Clean Energy, and Process Engineering Jurnal Pengabdian Kepada Masyarakat Ekalaya: Jurnal Pengabdian Kepada Masyarakat Indonesia JGK (Jurnal Guru Kita) TRIMAS: Jurnal Inovasi dan Pengabdian Kepada Masyarakat Priviet Social Sciences Journal Journal of Global Nutrition Jurnal Pengabdian Masyarakat Bangsa Jurnal Penyakit Dalam Indonesia Jurnal Lentera Pengabdian Journal of Economics and Management Scienties Jurnal Ekonomi, Akutansi dan Manajemen Nusantara International Journal of Law and Society Jurnal Profesi Insinyur Indonesia Proceeding International Pelita Bangsa VIDHEAS: Jurnal Nasional Abdimas Multidisiplin Jurnal Pelita Pengabdian SAINTEK Jurnal Penelitian Pendidikan Indonesia Dedikasi : Jurnal Pengabdian Lentera Journal of Safety, Health, and Environmental Engineering Jurnal Polimesin Jurnal Elementaria Edukasia Intechno Journal : Information Technology Journal Journal of Multidisciplinary Inquiry in Science, Technology and Educational Research Tepak Sirih : Jurnal Pengabdian Kepada Masyarakat Madani CSRID Media Gizi Pangan Jurnal Rekayasa Proses Seminar Nasional Riset dan Teknologi (SEMNAS RISTEK) Tabasa: Jurnal Bahasa, Sastra Indonesia, dan Pengajarannya Jurnal Media Teknik Elektro dan Komputer JURNAL REKAYASA KIMIA & LINGKUNGAN Educational Sciences Journal Edukatif: Jurnal Pengabdian Masyarakat Cahaya Pengabdian Catha Saintifica Joong-Ki Jurnal Papeda: Jurnal Publikasi Pendidikan Dasar Journal of Asian-african Focus in Health Journal Development Manecos International Conference On Social Science Education Proceeding Tanggap Masyarakat untuk Aksi dan Sinergi Proceeding of International Conference on Biology Education, Natural Science, and Technology Smart Humanity: Jurnal Pengabdian Masyarakat Palawa Jurnal Pengabdian Kepada Masyarakat
Claim Missing Document
Check
Articles

PENGUATAN USAHA PRODUKSI POTHIL DI DESA MUNENG WARANGAN KECAMATAN PAKIS KABUPATEN MAGELANG Mauluddin, M. Subchan; Darmanto, Darmanto; Kurniasari, Laeli; Faizin, Safaah Nur; Astuti, Wulan Budi; Astuti, Ernawati Budi; Hartati, Indah; Nugroho, Agung
Palawa: Jurnal Pengabdian Kepada Masyarakat Vol. 2 No. 1 (2023)
Publisher : Fakultas Teknik Universitas Wahid Hasyim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31942/palawa.v2i1.8743

Abstract

Pothil adalah sejenis makanan ringan berbahan dasar singkong yang menjadi salah satu makanan khas di Kabupaten Magelang.  Salah satu UKM yang bergerak dibidang usaha produksi pothil adalah UKM Pothil Munarsih yang berada di Muneng Warangan Pakis Kab Magelang.  Adapun permasalahan yang dihadapi mitra diantaranya adalah (i) penggunaan alat penggiling yang masih tradisional dengan bahan penutup dari kayu serta rak pemeraman dari kayu, (ii) pengemasan tanpa label kemasan, (iii) mitra belum memiliki ijin usaha dan ijin PIRT, serta (iv) mitra belum memiliki wawasan mengenai manajemen usaha, perijinan, dan pemasaran berbasis e-marketing.  Berdasarkan permasalahan tersebut maka solusi yang ditawarkan dalam kegiatan pengabdian kepada masrarakat ini adalah: (i) perancangan dan pabrikasi alat penggiling singkong serta rak pemeraman, (ii) pelatihan dan pendampingan proses pengemasan beserta desain label dan kemasan, (iii) pendampingan pengurusan ijin usaha dan ijin PIRT, (iv) pelatihan manajemen usaha, perijinan, dan pemasaran berbasis e-marketing. Penerapan alat penggiling, rak pemeraman serta perbaikan lokasi produksi telah berhasil meningkatkan kekuatan usaha produksi pothil. Pelatihan mengenai kemasan produk pangan telah berhasil memberikan wawasan mengenai informasi yang harus termuat dalam label kemasan pangan serta telah menghasilkan desain kemasan produk pothil. Kegiatan pendampingan oleh tim pengusul telah berhasil mendapatkan ijin usaha produks pothil.  Kegiatan pelatihan manajemen usaha telah berhasil memberikan wawasan mengenai manajemen keuangan usaha kecil serta manajemen pemodalan. Kegiatan pelatihan pemasaran telah berhasil memberikan wawasan kepada mitra mengenai jenis jenis media pemasaran online yang dapat dimanfaatkan untuk memasarkan produk pothil
Strengthening Family Roles Through Islamic Educational Strategies to Promote Halal Lifestyle Among Muslim Minority Youth in Vietnam Warsiyah; Irfan, Agus; Nugroho, Agung; Nur Fa'izin, Safa'ah; Thi Safinah
Dimas: Jurnal Pemikiran Agama untuk Pemberdayaan Vol. 25 No. 2 (2025)
Publisher : LP2M of Institute for Research and Community Services - UIN Walisongo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21580/dms.v25i2.29078

Abstract

Muslim minority families in Vietnam face limited access to structured Islamic education and halal literacy resources, leading to challenges in strengthening halal lifestyle awareness among adolescents. Responding to this issue, this community engagement program was conducted in August 2025 at Thánh đường Hồi Giáo Dầu Tiếng, Ho Chi Minh City, involving 10 Muslim families. The program employed a participatory family empowerment model, utilizing a combination of online assessments, offline workshops, and hybrid mentoring and evaluation. Vietnamese students from Universitas Wahid Hasyim supported the on-site implementation, while practitioners from Indonesia provided guidance online. Over one month of staggered activities, families participated in halal literacy education, Prophetic parenting training, and the development of a Halal Lifestyle Family Plan (HLFP). The results show increased parental awareness of halal values, improved family communication, and observable behavioral changes among adolescents in consumption habits, digital media use, and Islamic identity confidence. This program demonstrates that a culturally responsive, hybrid, and family-centered Islamic educational strategy can effectively strengthen halal lifestyle practices within Muslim minority contexts.
Community-Based Occupational Health Promotion for Rural Youth Through Ergonomic Education and Therapeutic Swimming Training A'la, Miftachul; Nugroho, Agung; Warsiyah; Kabenefo, Kofi Ampomah
Dimas: Jurnal Pemikiran Agama untuk Pemberdayaan Vol. 25 No. 2 (2025)
Publisher : LP2M of Institute for Research and Community Services - UIN Walisongo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21580/dms.v25i2.29211

Abstract

Occupational health issues in rural informal industries, particularly home-based garment production, are often overlooked despite the high risk of musculoskeletal disorders among young workers. This community service program aimed to improve occupational health literacy and physical well-being among rural youth through ergonomic education and therapeutic swimming training in Ngadirejo Village, Boyolali. Implemented in collaboration with Karang Taruna “Gambate,” the program applied a community-based participatory approach over eight months. Interventions included ergonomic training on proper posture, simple workstation adjustments, micro-break and stretching routines, and therapeutic swimming to support muscle recovery. A one-group pre-test and post-test design using the Occupational Health Knowledge Scale and the Nordic Musculoskeletal Questionnaire was used for evaluation. Results showed a 28.8% increase in ergonomic knowledge and a 23.5% decrease in musculoskeletal complaints. In conclusion, participatory and low-cost ergonomic interventions effectively improved health awareness, reduced physical strain, and strengthened productive behavior among rural youth workers.
Transforming Technological Literacy through Appropriate Technology Socialization for Junior High School Students Nugroho, Agung; sutrisno, imam; Arfianto, Afif Zuhri; Subekti, Joko
International Journal on Advanced Science, Education, and Religion Vol 8 No 3 (2025): IJoASER (International Journal on Advanced Science, Education)
Publisher : Sekolah Tinggi Agama Islam Al-Furqan, Makassar - Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33648/ijoaser.v8i3.1234

Abstract

The rapid progress of information and communication technology in the era of the Fourth Industrial Revolution demands that younger generations possess strong technological literacy to adapt effectively to ongoing digital transformation. This study aims to enhance students’ technological literacy at SMPN 1 Karangrejo through socialization and practical activities using appropriate technology (AT). The research adopts a participatory descriptive method involving 40 junior high school students. The activities consist of four stages: preliminary observation, interactive socialization, hands-on construction of appropriate technology tools, and evaluation. Quantitative results show an average technological literacy increase of 35.2% with a normalized gain score of 0.71, indicating high effectiveness. Qualitative findings reveal enhanced student motivation, creativity, collaboration, and environmental awareness. The study demonstrates that project-based AT learning effectively transforms students’ technological understanding and attitudes, making it replicable in other schools with local adjustments.
Transforming Technological Literacy through Appropriate Technology Socialization for Junior High School Students Nugroho, Agung; sutrisno, imam; Arfianto, Afif Zuhri; Subekti, Joko
International Journal on Advanced Science, Education, and Religion Vol 8 No 3 (2025): IJoASER (International Journal on Advanced Science, Education)
Publisher : Sekolah Tinggi Agama Islam Al-Furqan, Makassar - Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33648/ijoaser.v8i3.1234

Abstract

The rapid progress of information and communication technology in the era of the Fourth Industrial Revolution demands that younger generations possess strong technological literacy to adapt effectively to ongoing digital transformation. This study aims to enhance students’ technological literacy at SMPN 1 Karangrejo through socialization and practical activities using appropriate technology (AT). The research adopts a participatory descriptive method involving 40 junior high school students. The activities consist of four stages: preliminary observation, interactive socialization, hands-on construction of appropriate technology tools, and evaluation. Quantitative results show an average technological literacy increase of 35.2% with a normalized gain score of 0.71, indicating high effectiveness. Qualitative findings reveal enhanced student motivation, creativity, collaboration, and environmental awareness. The study demonstrates that project-based AT learning effectively transforms students’ technological understanding and attitudes, making it replicable in other schools with local adjustments.
NERACA KEHIDUPAN DALAM TAFSIR IQTISHADI: Studi Analisis Neraca Syariah Nugroho, Agung; Haq, Ziyadul; Syukron, Ahmad
Al - Tadabbur: Jurnal Ilmu Al-Qur'an dan Tafsir Vol 10 No 02 (2025): Al-Tadabbur: Jurnal Ilmu Al-Qur'an dan Tafsir
Publisher : Sekolah Tinggi Agama Islam Al Hidayah Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30868/at.v10i02.9317

Abstract

Keseimbangan merupakan kunci utama dalam mencapai keadilan. Dalam Islam, keadilan adalah puncak ajaran yang hanya bisa dicapai jika keseimbangan dalam kehidupan terwujud. Seseorang yang adil menurut perspektif Islam adalah khalifah yang mampu mengelola bumi sesuai kehendak Allah, dan kelak akan menerima balasan surga atas tanggung jawabnya. Penelitian ini bertujuan merumuskan kembali konsep Keseimbangan Kehidupan, sebagai respons terhadap banyaknya manusia modern yang menjalani hidup secara tidak seimbang, sebagaimana dicontohkan oleh kisah Qarun dalam Al-Qur’an. Berbeda dengan penelitian sebelumnya yang menyoroti keseimbangan dari sisi objek kekayaan, penelitian ini memfokuskan pada subjek manusianya. Metodologi yang digunakan bersifat kualitatif dengan pendekatan deskriptif-analitis. Komponen Neraca Keuangan Syariah diredefinisi berdasarkan Kerangka Dasar Penyusunan Laporan Keuangan Syariah, serta tafsir ayat-ayat Al-Qur’an dan Hadits. Pendekatan ini juga melibatkan disiplin ilmu lain seperti psikologi. Data dikumpulkan melalui studi dokumen dari berbagai sumber, termasuk penelitian terdahulu, kitab tafsir kontemporer, fatwa Majelis Ulama Indonesia (MUI), Pernyataan Standar Akuntansi Keuangan Syariah (PSAK IAI), dan regulasi Otoritas Jasa Keuangan (OJK). Hasil penelitian menghasilkan konsep Neraca Kehidupan, yang terdiri dari Modal Awal Kehidupan, Kewajiban Kehidupan, Aset Kehidupan, dan Beban Kehidupan. Penyalahgunaan aset akan meningkatkan beban kehidupan. Kesimpulannya, konsep ini menunjukkan bahwa prinsip akuntansi syariah dapat digunakan untuk menilai dan menggambarkan perilaku manusia dalam kehidupan.
Optimization of Parallel Neural Network Layer Configuration in English Text Sentiment Analysis Nugroho, Agung; Arief Setyanto
Jurnal Nasional Teknik Elektro dan Teknologi Informasi Vol 14 No 4: November 2025
Publisher : This journal is published by the Department of Electrical and Information Engineering, Faculty of Engineering, Universitas Gadjah Mada.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/jnteti.v14i4.21069

Abstract

Accuracy in analyst sentiment classification is very important so that the trained model can be implemented well to make business decisions. Researchers proposed a method for configuring neural network models arranged in parallel to improve classification accuracy. The results of the first stage, a bidirectional long short-term memory (Bi-LSTM) algorithm with Keras embedding with a sequential layer configuration, produced the best accuracy of 80.20%. The results of this first stage served as the baseline to be used as a reference for the combination in the second stage of the experiment. In the second stage of the experiment, a combination of the Bi-LSTM algorithm with other algorithms was carried out in parallel, such as gated recurrent unit (GRU), recurrent neural network (RNN), and Simple RNN with Keras embedding. It was found that the combination of three parallel layers of GRU-BiLSTM-RNN with Keras Embedding produced the highest accuracy for sentiment analysis of three classes, with a value of 88%. A statistical test of the t-test method was carried out with a critical p-value of 0.05 to prove the accuracy that has been produced between the sequential and the parallel configuration. The results of the t-test between the sequential configuration and the parallel configuration obtained a p-value of 0.5e-9 which is much smaller than the critical p-value of 0.05 so that in statistical testing the average accuracy produced from the two configurations is significantly different.
IMPLEMENTATION OF RANDOM FOREST CLASSIFIER FOR STUDENT GRADUATION CLASSIFICATION Zaidan Putra, Bazil; Nur Fajri, Ika; Nugroho, Agung
JURTEKSI (jurnal Teknologi dan Sistem Informasi) Vol. 12 No. 1 (2025): Desember 2025
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LPPM) STMIK Royal Kisaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jurteksi.v12i1.4160

Abstract

Abstract: Higher education plays an essential role in improving human resource quality, one of which is through the institution’s ability to monitor and predict student graduation outcomes. This study does not focus on a specific university but utilizes the publicly available Students Performance in Exams dataset from Kaggle, consisting of 1,000 student records containing mathematics, reading, and writing scores, along with demographic attributes such as gender, parental education level, lunch type, and test preparation participation. The data were processed through a feature engineering stage by adding an average score variable as an early indicator of graduation status. A predictive model was developed using the Random Forest Classifier, achieving an accuracy of 94.5%. The final model was integrated into a Streamlit-based web application to provide an accessible tool for academic stakeholders. The results indicate that the proposed model can serve as an effective decision-support tool for early evaluation of students’ likelihood of graduation. Keywords: prediction; random forest classifier, streamlit, student graduation. Abstrak: Pendidikan tinggi memegang peran penting dalam peningkatan kualitas sumber daya manusia, salah satunya melalui kemampuan institusi dalam memantau dan memprediksi tingkat kelulusan mahasiswa. Penelitian ini tidak berfokus pada perguruan tinggi tertentu, melainkan menggunakan dataset publik Students Performance in Exams dari Kaggle yang berisi 1.000 data mahasiswa, terdiri atas nilai matematika, membaca, menulis, serta atribut demografis seperti gender, tingkat pendidikan orang tua, jenis makan siang, dan partisipasi kursus persiapan. Data diolah melalui tahap feature engineering dengan menambahkan variabel average score sebagai indikator awal kelulusan. Model prediksi dibangun menggunakan algoritma Random Forest Classifier, yang menghasilkan tingkat akurasi sebesar 94,5%. Model ini kemudian diimplementasikan ke dalam aplikasi web berbasis Streamlit untuk memberikan layanan prediksi yang mudah diakses oleh pihak akademik. Hasil penelitian menunjukkan bahwa model mampu digunakan sebagai alat pendukung keputusan untuk melakukan evaluasi dini terhadap potensi kelulusan mahasiswa. Kata kunci: kelulusan mahasiswa; prediksi; random forest classifier; streamlit.
Transfer Learning Implementation with MobileNetV2 for Cassava Leaf Disease Detection Aulia, Muhammad Fathir; Gibran, M. Khalil; Sitorus, Nur Shafwa Aulia; Nugroho, Agung; Faiza, Nayla; Siregar, Hervilla Amanda R.
JURNAL TEKNOLOGI DAN OPEN SOURCE Vol. 8 No. 1 (2025): Jurnal Teknologi dan Open Source, June 2025
Publisher : Universitas Islam Kuantan Singingi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36378/jtos.v8i1.4442

Abstract

Cassava (Manihot esculenta) is one of Indonesia’s key agricultural commodities but is vulnerable to various leaf diseases, such as Cassava Bacterial Blight (CBB) and Cassava Mosaic Disease (CMD). These diseases often exhibit similar visual symptoms, making it challenging for farmers to accurately identify them through manual observation. This study aims to develop an automatic cassava leaf disease detection system based on transfer learning, utilizing the MobileNetV2 architecture. The dataset used consists of 1,500 images, evenly distributed across three categories: CBB, CMD, and healthy leaves. The data underwent preprocessing, augmentation, and model training, including fine-tuning of the last 20 layers of the MobileNetV2 model. Evaluation results indicated that the model achieved an accuracy of 67% on the test set, with the highest performance in detecting Cassava Mosaic Disease, reflected by an F1-score of 0.75. These results demonstrate the potential of MobileNetV2 as a lightweight and efficient solution for detecting cassava leaf diseases, particularly when supported by a larger and more diverse dataset. This research serves as a foundation for developing mobile-based diagnostic tools to help farmers make faster and more accurate decisions in the field.
Upaya Meningkatkan Motivasi Belajar Menggunakan Model Problem Based Learning (PBL) Berbantuan Media Powtoon Mata Pelajaran IPAS Keragaman Budaya dan Kearifan Lokal pada Siswa Kelas IV A SD Negeri 1 Kedungwuluh Andrea Rema Melati; Agung Nugroho
Jurnal Pendidikan dan Pembelajaran Indonesia (JPPI) Vol. 5 No. 3 (2025): Jurnal Pendidikan dan Pembelajaran Indonesia (JPPI), 2025 (3)
Publisher : Yayasan Pendidikan Bima Berilmu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53299/jppi.v5i3.1831

Abstract

Model Problem Based Learning, yang didukung oleh media Powtoon digunakan dalam penelitian ini guna meningkatkan motivasi siswa untuk belajar. Penelitian tindakan kelas ini dilakukan dalam dua siklus dengan dua pertemuan setiap siklusnya, perencanaan, pelaksanaan tindakan, observasi, dan refleksi merupakan tahapan yang digunakan pada penelitian ini. Fokus penelitian terdiri dari 23 siswa kelas IV A SD Negeri 1 Kedungwuluh, yang terdiri atas 8 siswa perempuan dan 15 siswa laki-laki. Instrumen penelitian yang digunakan berupa lembar motivasi siswa, lembar observasi kegiatan siswa dan guru, serta dokumentasi. Pada siklus pertama, tingkat aktivitas siswa yang diukur melalui lembar observasi mencapai 72,5% dan tergolong dalam kategori baik. Pada siklus kedua, presentase ini meningkat menjadi 83% dan masuk kategori baik sekali. Selain itu, peran guru dalam pembelajaran tercatat sebesar 77,5% (kategori baik) pada siklus pertama dan meningkat menjadi 88% (kategori baik sekali) pada siklus kedua. Kenaikan motivasi siswa dalam belajar juga terlihat dari hasil angket. Perolehan skor pada siklus awal adalah 68,30% (kategori sedang), sedangkan pada siklus kedua meningkat menjadi 77,34% (kategori tinggi) serta melampaui standar keberhasilan yang sudah ditentukan, yaitu 75%. Sebagai hasilnya, penelitian ini membuktikan bahwa model pembelajaran PBL dengan bantuan media Powtoon pada mata pelajaran IPAS dengan materi Keragaman Budaya dan Kearifan Lokal di kelas IV A SD Negeri 1 Kedungwuluh mampu meningkatkan motivasi belajar siswa.
Co-Authors -, Widiyaningrum A'la, Miftachul A.A. Ketut Agung Cahyawan W Abdiansyah, Rei Abdillah, Muhammad Mukhlis Abdul Ghofir Abdul Hadi Abdur Rahim, Abdur Abid, Syaiful Achmad Farid Wadjdi Achmad Sauki Adam, Rahendra Ade Evriansyah Lubis Adhi Setiawan Adinugraha, Ibnu Aditya Nugraha Putra, Aditya Nugraha Adityatama, Rizky Adriani, Dewi Erika Afifuddin, Agustia Agastya, I Made Artha Agung Haryono Agus Irfan, Agus Agus Suryanto Agus Suwarno, Agus Agussyarif Hanafie Agustina, Faoza Lintang Ahmad Jauhari Ahmad Ramdhani, Ahmad Ahmad Syukron Ahmad Turmudi Zy Aini Nurul Ainin Niswati, Ainin Ainur Rofieq Aisyah, Siska Yulia Nur Aji Heru Muslim Aji Heru Muslim Alfaridzi, Salman Alhuda, Suredi Ali Nur Fathoni Alia Rahmi Am Maisarah Disrinama Amali, Amali Amalia, Nazwa Amanah, Nur Layli Amanda, Mardhatillah Fry Amin, Al Amrizal, Rizky Amrullah, Nafis Azmi Andi Nur Abady Andrea Rema Melati Andri Firmansyah Andriani, Ana Angelia Dwi Astuti Angelina, Widia Anggi Muhammad Rifa'i Anggun Pria Wibowo Angkasa, Syahreza Anisa, Mutiara Annas Setya, Ahsanul Falah Annisa, Shafira Annisya', Annisya' Antasya, Faridah Apriani, Rila Rahma Apriliyani, Khikmatul Arditama, Arda Arfianto, Afif Zuhri Ari Wibawa Budi Santosa Arief Setyanto Arief Subekti ARIF SUSILO Arif, MA Syamsul Arifin Muslim Arista, Ratna Arninputranto, Wibowo Asharudin, Firman Audrey Amelia, Audrey Aulia Latifah Aulia, Muhammad Fathir Avanti Fontana Ayasti, Erlin Cindy Azizah, Puspita Nur Badarudin Badarudin Badrus Zaman Bahri, Valdis Gusri Bakhrudin All Habsy, Bakhrudin All Bambang Guritno Bambang Santoso Bayu Adi Nugroho, Bayu Adi Bayu Tri Pamungkas Beny Wijarnako Binardo Adi Seno Bintara, Andar Kaneka Putra Boby Helmi Brian Feri Andreeilee Budhiawan, Arif Budi Prasetyo Samadikun Budi Purwoko C. I. Sutrisno Cahyani Cahyani Cahyogi Putra, Enggy Cekman CH Fajar Wahyunaiti Chaerul Umam Chamidi, Jayim Dalimunte, Taufik Danang Pristiwanto, Apri Adiya Darmanto Darmanto Darussalam, Muhammad Illyas Deasy Arisanty Dedi Nofrizal Dedy Firduansyah Dedy Irawan Dedy Irawan Denia Maulani Denny Dermawan Desi Yanti, Reni Dessy Maulidya Maharani Devi Catur Winata Devi Nisa Hidayati Dewi Andini Kunti Mulangsri, Dewi Andini Kunti Dewi Maya Sari Dewi, Aulia Kartika Dewi, Dian Alifah Kumala Deya Nur Havidtar Murti Aqsa, Febryvia DHANI ARIATMANTO Dhani, Mey Rohma Dharsono, Wardhana W. Dharsono, Wardhana Wahyu Dhi Bramasta, Dhi Diana Puspita Wati Didi Dwi Anggoro Dika Rahayu Widiana Dina Fitria, Dina Dina Hermina Djajadi Djajadi Djoko Pekik Irianto Dwi Cahyani, Suni Dwi Haryoko, Bekti Dwi Napsetia, Upik Dwi Putri Devi, Rolita Dwi Wahyu Sulistyo Utomo Eduardus Budi Nursanto Edwin, Joseph Effendi, Ibrahim Rully Effendi, M Makmun Effendi, Mokhtar Eflita Yohana Egok, Asep Sukenda Eka Mayangsari, Novi Eko Widaryanto El Fitroh, Muhamad Azhim Elisabeth Christiana Elkin Rilvani Elya Rosalina Endang Rini Sukamti Endrawati, Tri Eni Lestari Erlin Cindy Ayasti Ernawati Budi Astuti Erwando Erwando Fachry Abda El Rahman Fadillah, Mardi Fah, Lay Yoon Fahmi, Muhamad Idrokul Faidillah Kurniawan Faisal, Moh Reza Faiza, Nayla Faizin, Safaah Nur Fajar Fahrur Rozi Fajri, Ika Nur Farhan Putra Arya, M. Iqbal Farikha Maharani Faurina Risca Fauzia Fauzana, Noor A Fauzia Rahmadani, Noni Fauziah, Dwi Christina Fayakun Nur Rohmah Febri Yani Febriandyono, Muhammad Faesal Febrianti, Rafika febriyanti febriyanti Feisal Aziez Filli Azandi Firdaus, Firdaus Firdaus, Revo Gilang Fisal Yuliansyah Fithrotun Noor Kharisma Fitra, Ahmad Fitri, Enggi Wahyuni Floresyona, Dita Fuad Abdillah Gafur, Ahmad Gatot Tri Pranoto Gea, Arman Gibran, M. Khalil Ginting, Ramadan Gita Prili Purwani Gomagel, Yoel Grinitha, Virry Gueci, Rizal S Gulo, Carlin Sepakat Eli Gulo, Carlin Sepakati Eli Gulo, Cince Pasrah Gulo, Cindi Enjelia Gulo, Cindy Enjelina Guntur, Sri Gusti Muhammad Hatta Habsy, Bakhrudin Hadiwinarto Hadiwinarto Hafiz Yazid Lubis Hafsani, Isma Hakim, Alma Lia Halim Anshor, Abdul Hamsinah Hamsinah, Hamsinah Hana Prasi Nur Alfiana Hanifah, Dian Nur Haq, Ziyadul Harahap, Laila Apriani Hasanah Harbono, Harbono Hardisc, Dian Harefa, Yardianto Harfilani, Rialfi Putri Nur Harijanto, Paul Harindra, Iqbal Hariyanto, Grachika Hartiningrum, Frida Haryanti Harefa, Despri Haryo Satriya Oktaviano Hawari, Rizal Heddy, Y.B. Suwasono Hehamahwa, Arbhy Bramantya Helmina Wati Helmy Purwanto Heriyanto Zebua Herwin Suprijono Heryani, Hesty Heryanto, M Ary Hidayat, Chaerul Hidayat, Egyt Yusuf Hidayat, Jose Julian Hijriah, Az Zahra Hilmi Pratama Houtman Huda, M. Syahrial Hulu, Natalius Husni Thamrin Sebayang I'tishom Amirul Haq, Muhammad Nur Ibrahim, Fadli Erwan Ica Syahrani Ichwalzah, Arman Ignasia Br Ginting Ikhsan Romli Ikmah Imam Mukhlis Imam Nugraha, Muhammad Imam Syafaat Imanullah, Harry Inda Puspita Sari Indah Hartati Indra Kurniawan Indra Syahputra Indupurnahayu Intan Novitasari Iput Wahyu Noviyanti Irawan, Juli Irawan, Robin Irwanto, Bagas Isarianto Isarianto, Isarianto Istaryatiningtias JAMALUDIN Jannah, Fatkhul Jati, Isnanto Prasetyo Jaya, Arie Sukma Jody Moenandir Joko Purnomo Joko Sumantri, Joko Jonathan, Nicholas Julia, Clara Julianto, Kukuh Aji Jumar Jumar Juprianto, Miki Juwati Juwati, Juwati Kabenefo, Kofi Ampomah Kamal, Hary Perdana Karma Iswasta Eka Kartika Yurlisa, Kartika Karuniawan Puji Wicaksono KELIAT, PEDOMANTA Khaeroman, Khaeroman Khairani, Khalisa Khairurozi, Haris Khalida, Rizqiana khusnul khotimah Kristianti, Theresia Kristianto, Hans Ksatriawan Zaenuddin Kurniadi, Nanang Tedi Kurniasih, Puji Dwi Kurniawan, Sapto Kusminah, Imah Luluk Kusrini, Kusrini Kusumawardani, Eva Flourentina Laeli Kurniasari Lahagu, Aszon Fisi Laksono Yogi Wibowo LAZUARDI, DIAN RAMADAN Legowo, Agung Cahyo Lenggana, Bhre Wangsa Lia Mareza Liliana Puspa Sari Liling Triyasmono Lisa Rokhmani Lisa Trisnawati Lismadiana Lombu, Henry Kevin Kasih Londong, Riko Reky Lukman Handoko Lukmanul Hakim Luthfiatunsa, Karida M Rusni Eka Putra M. Imam Sundarta M. Salman Alfarisi, M. Salman Ma'ruf, M. Hasan Mades Darul Khairansyah Mahaerni Putri, Isria Miharti Maharana, Lintang Saksi Maimunah, Dewi Rizqi Manalu, Jefri Manurung, Nicholas Arizona Manurung, Rido Mareta Permata Sari, Reza Marniati Marniati, Marniati Maryani, Kiki Maryono Maryono Masruro, Ahlihi Maulana, Donny Maulana, Muhammad Reza Mauluddin, M. Subchan Mauludin, Moch Subchan Mawardinur Mawuntu, Rosye Maya Anggraini Maya Sinta Aryanti Ma’arif, Sofyan Medha Baskara Mendrofa, Jernita Meutia Paradhiba Mhd Furqan Miftah Al Hafidz Mislawati, Mislawati Mitan, Nona Merry Merpati Mochamad Zainal Mochammad Samsul Arifin Mohammad Ali Yafi Mohammad Suyanto Mucharomah, Nurul Maghfiroh Mudji Santoso Muflih, Ahadin Banu Muhamad Ekhsan Muhamad Iqbal Muhammad Atoillah Isfandiari Muhammad Fikri Muhammad Ikhwan Rizki Muhammad Rasyid Abdillah MUHAMMAD SYALEH, MUHAMMAD Muhammad Wahyu Arga Muhammad Yani, Muhammad Muhammad, Rouf Muhtajuddin Danny Munsyi, Munsyi Murti, Sri Murtiawan, Dedy Nabilla, Sulistina Nadhira Yasmine Ahmad Nadya Safitri, Nadya Nahdah, Athaya Nisrina NASRIANTI SYAM, NASRIANTI Nasti, Al Nadine De Nasution, Ikhwan Fauzi Nasution, Luftia Rahma Nazara, Widi Yarni Nazaruddin Sinaga Neswita, Nedra Nia Kurniawan Nikmatul Khoiriyah Ningrum, Mareta Septi Ningrum Septi Ninuk Herlina Nirwana, Hanifah Dwi Nisa, Intan Zahrotun Nobukazu Nakagoshi Nol Hakim, Lukman Novianto, Deny Novpriansyah, Hery Nugraha Abdullah, Indra Nugraha, Hanggara Dwiyudha Nugraha, M.Yody Nugroho, Ardi Tio Ageng Nur Aini Hidayah Nur Aprillia, Rosi Nur Azizah Nur Edy Suminarti Nur Fa'izin, Safa'ah Nur Fitriyana Nur Hidayati Nur Kholis Nur Khothimatun Fitriyah Nur Nisai Muslihah Nur ‘Azah Nuraini Nuraini Nurfa'izin, Syafa'ah Nurhadi Nurhaliza, Nurhaliza Nuri Aslami Nuril Huda Nurkhalis, Yahdi Eka Nurliana Nurliana Nurlita, Saskia Nursabrina, Nazwa Asrita Nurul Fitriyani Oksidelfa Yanto Oktarina Heriyani Oktavian Gulo, Wanda Okto Wijayanti Oman Sukmana Pajarada Wulan Rahmadan, Deserli PAMBUDI HANDOYO Pamungkas, Bayu Tri Pamungkas, Tri Okto Pandia, Brema Pehulisa Pangestika, Anindya Nugraheni Panggung Sutapa Panjaitan, Inpaulus Bonardo Panjaitan, Kristian Natanael Pardede, Maichel Letare Paul N Harijanto, Paul N Polii, Efata B Prabowo, Muhammad Harits Pradana, Taufik Adi Pradini, Purnama Sakhrial Pradipta, Andri Pradipta, Henricus Ivan Pradnya Kesuma, Nindya Parameswara Prasetio, Firman Aji Prasetya, Novandi Rizky Prasetyo Jati, Isnanto Prasetyo, Ibnu Prasetyo, Sutrisno Aji Pratama, Fandy Indra Pratama, Yogiansyah Pratik Hari Yuwono Prayitno, Fajar Budhi Prayogo, Dio Priyo Prianto, Riska Prihiyandhoko, Hageng Priyambudi, Erwin Puji Dwi Kurniasih Pujianto, Muhammad Edi Purwadi Purwadi Puspa Ningrum, Ainun Chandra Puspita Sari, Inda Putra Irian, Ananda T. Putra, Ilzam Afdila Putra, Onetusfifsi Putri Sabiq Shidiqia Rabany Putri, Farika Tono Putri, Grizhelda Moniteria Tiffani Putri, Ratna Ariani Nilateja Qomala, Febi Qurniawati, Dina Rabani, Mochammad Syamzidan Rachmad Hidayat Rachman, Rinaldi Medali Raden Mohamad Herdian Bhakti Radyawanto, Aris Setyo Rahayu Fitriyani Rahma, Ilqia Rahmadani, Noni Fauzia Rahman Sidik, Rifqi Rahman, Andyka Setya Rahman, M. Aufi Rahmasari, Erma Rahmawati Hidayanti, Arie Rahmawati, Ananda Novia Raissa Amanda Putri Ramadan Lazuardi, Dian Ramadan Ramadan Ramadani, Qudsi Rana Aphrodita, Ishiqa Randy Adiwinata, Randy Rani Ratih Febrianti Ratih Febrianti Ratih Febrianti Ratna Frida Susanti Raufi, Afwa Rawati, Mesis Raynal Yasni Rejokirono, Rejokirono Renaldi, Rahman Reni Untarti Resafel Agiyan Nasyanto Retno Tri Hariastuti, Retno Tri Rhamadani, Fadila Arum Ridho, Fakhru Rimonda, Rubi Rinaldi Aditya RINALDI ADITYA, RINALDI Ririn Handayani Rismita, Rismita Rita Dwi Ratnani Rita Noviani, Rita Riva Amrulloh Riyal, Sah Riza Adrianoor Saputra Rizki, Fitria Rizky Adie Prasetyo Rizqita, Indy Inasa Ro'ufah Inayati Roedy Soelistyono Rofi'ah, Siti Hidayatur Rohim, Ahmad Abdul Rohman, Anggun Victory Abdul rokhmah, Laela Nur Romadhon, Bukhori Putra Ronim Azizah Ronny Hakim, Muhammad Rosalia Yustianawati Rosdiana, Reza Rosmadhani Maya Larasati Rosmani, Didi Rosyad Ali Akbar M Rosyid Ridlo Roy Try Putra, Roy Try Rudi Erwandi Rufi'i Rumpis Agus Sudarko Rusdi, Adi Rusilowati, Umi Rusli, Novia Safaah Nurfaizin Safi'i, Muhamad Safi'i, Muhammad Sagala, Ramlan Saputera Saidy, Akhmad Rizalli Salsabila, Aisha Samosir, Hendrik ES Sanadi, Edwin Aldrin W. Sandrakirana, Ratih Sani, Muhammad Rizki Santhy Hawanti Sapitri, Merli Saputra, Ferdian Saragih, Desmon Rivaldi Sardin Sari, Alifiana Permata Sari, Inda Puspita Sari, Nita Winda Sari, Septa Mila Sarwono, Sarwit Sasongko, Ananto Tri Satinem Satyawan, Arief Suryadi Sekar Graciavita, Zita Sembiring, Abraham Danofan Sena, Ega Aris Septia, Vera Septiana, Noni Setiawan, Enggal Setyono Yudo Tyasmoro Shabrina, Salsa Siahaan, Perry Boy Chandra Siburian, Kyfti Yolanda SIDIK SIREGAR, FAJAR Silaban, Atma Abarido Silangit, Tahan Silvi Lailatul Mahfida Simanullang, Evelin Grace Elisabet Simaremare, Aris Sinaga, Aguswan Sinaga, Resa Mayori Ridoi Sipayung, Dinni Khairiah Siregar, Amril Mutoi Siregar, Benyamin Handoko Siregar, Dzilhulaifa Siregar, Erik Namora Siregar, Hervilla Amanda R. Sisca Fajriani Siswandi, Arif Sitawati Sitawati Siti Arifah Siti Nur Chasanah, Siti Nur Sitorus, Nur Shafwa Aulia Sofinah Haharap, Lailan Soleha, Maratus Solikhah, Arma Atus Sony Irianto Sri Agustin Sri Desy Siswanti Sri Harmianto Sri Mulyo Bondan Respati Sri Murti Sri Muryaningsih Sri Muryaningsih Sri Sumiyati Subagio, Yudhistira Afnan Malay Subekti, Joko Sudarto Sudarto Sudaryana, Yayan Sudiarso Sudiarso Sugiarto, Michelle Talisia Suhady, Suhady Suhardi Suhardi Suhendra, Arvin Suheri Suheri Kertosenjoyo2, Suheri Suherman, Suherman sukmana, Ari Sukmana, Erinda Dwimagistri Sulatsri Sulistyawati, Nurwinda Sumardi . Sunita Dasman Suparmin Suparmin Supriadi, Asmadi SUPRIATIN Surojudin, Nurhadi Suryoprojo, Adithya Riefanto Susanto Susanto Susiani, Eka Fitri Susilo, Arief Suwasono Heddy Syadrin, Saldi Syagata, Anindhita Syahbi Syahputri, Octaviana D Syahputri, Rifdah Syahri, Rifauldin Syahrul Munir Syaifudin, Muhamad Syamsul Arifin Tabah Priangkoso Tanaka, Imam Ridwan Tarigan, Marsella Taufiqur Rochman Hidayat Teddy Mantoro Tedi Kurniadi, Nanang Tetes Nur Sofiyatunningtiyas Thi Safinah Titaley, Everly D.A. Titaley, Everly Deroth Aryoko Titiek Islami Titin Sumarni Tiwi Aldila, Nuri Evelyn Tjahjanto, Azhar Dimas Togatorop, Israel Tokoro, Errol Lesly Tri Ani Hastuti Tri Astuti Tri Wibowo, Antonius Trisna Wati, Trisna Triwijaya, Santi Turmudi Zy, Ahmad Ubaidillah Ubaidillah Uci Krismawati Uliyah, Vika Noer Uma Khumairoh Umairha Sianipar, Nurul Shahnaz Umi Baroroh Lili Utami Untung Santoso Utomo, Yuyut Budi Wahid, Muhammad Abdul Wahyu Ari Putranto Wahyu Ragil Prastyo WAHYUDI Wahyuning Prati, Lamia Wakhudin Wangsadanureja, Miftah Wardatul Jannah, Wardatul Wardhani, Dyah Febria Waromi, Ali Warsiyah Wawan Mariki, I Wayan Wenas, Hylcia Alexandra Kimberly Werdana, Aditya Pratama Wibowo, Ario Wahyu Wicaksono, Guruh Risang Aryo Widiyastuti Widiyastuti Widiyatmoko, Arif Tri Widjanarko Widjanarko, Widjanarko Widyaningrum, Intan Wigiati, Kurnia William S. Wangko Winanto, Mohfan Juni Windarta, Jaka Wiyanto - Wongkar, Maarthen C. P. Wulan Budi Astuti Wulandari, Kristina Yafid Effendi Yogi Sugito Yohana, Swella Paskah Yollanda, Resty Fadhillah Yudhi Purnama Yuli Astuti Yuliansi, Selvitri Yulistio, Didi Yuneti, Armi Yusup Maulana zafira, Rufaidah Zaidan Putra, Bazil Zaidan, Ahmad Rizky Zujana Tumanggor, Amos Alfredo Zy, Ahmad Turmudi